CN115918102A - 基于深度学习的视频帧白平衡校正 - Google Patents
基于深度学习的视频帧白平衡校正 Download PDFInfo
- Publication number
- CN115918102A CN115918102A CN202080099623.2A CN202080099623A CN115918102A CN 115918102 A CN115918102 A CN 115918102A CN 202080099623 A CN202080099623 A CN 202080099623A CN 115918102 A CN115918102 A CN 115918102A
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- 238000012937 correction Methods 0.000 title description 9
- 238000013135 deep learning Methods 0.000 title description 2
- 238000005286 illumination Methods 0.000 claims abstract description 68
- 238000010801 machine learning Methods 0.000 claims abstract description 38
- 238000000034 method Methods 0.000 claims abstract description 35
- 230000000694 effects Effects 0.000 claims abstract description 12
- 230000004044 response Effects 0.000 claims description 7
- 239000003086 colorant Substances 0.000 description 16
- 238000012545 processing Methods 0.000 description 11
- 230000007935 neutral effect Effects 0.000 description 9
- 230000006641 stabilisation Effects 0.000 description 8
- 238000011105 stabilization Methods 0.000 description 8
- 230000008859 change Effects 0.000 description 7
- 238000004891 communication Methods 0.000 description 4
- 230000008569 process Effects 0.000 description 4
- 238000009877 rendering Methods 0.000 description 4
- 238000006243 chemical reaction Methods 0.000 description 3
- 238000013136 deep learning model Methods 0.000 description 3
- 238000010586 diagram Methods 0.000 description 3
- 230000001960 triggered effect Effects 0.000 description 3
- 230000008901 benefit Effects 0.000 description 1
- 230000000052 comparative effect Effects 0.000 description 1
- 239000006071 cream Substances 0.000 description 1
- 230000006870 function Effects 0.000 description 1
- 238000012544 monitoring process Methods 0.000 description 1
- 230000001537 neural effect Effects 0.000 description 1
- 238000010606 normalization Methods 0.000 description 1
- 238000012546 transfer Methods 0.000 description 1
Images
Classifications
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- H—ELECTRICITY
- H04—ELECTRIC COMMUNICATION TECHNIQUE
- H04N—PICTORIAL COMMUNICATION, e.g. TELEVISION
- H04N23/00—Cameras or camera modules comprising electronic image sensors; Control thereof
- H04N23/80—Camera processing pipelines; Components thereof
- H04N23/84—Camera processing pipelines; Components thereof for processing colour signals
- H04N23/88—Camera processing pipelines; Components thereof for processing colour signals for colour balance, e.g. white-balance circuits or colour temperature control
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- G—PHYSICS
- G06—COMPUTING; CALCULATING OR COUNTING
- G06T—IMAGE DATA PROCESSING OR GENERATION, IN GENERAL
- G06T7/00—Image analysis
- G06T7/90—Determination of colour characteristics
-
- H—ELECTRICITY
- H04—ELECTRIC COMMUNICATION TECHNIQUE
- H04N—PICTORIAL COMMUNICATION, e.g. TELEVISION
- H04N9/00—Details of colour television systems
- H04N9/64—Circuits for processing colour signals
- H04N9/73—Colour balance circuits, e.g. white balance circuits or colour temperature control
-
- G—PHYSICS
- G06—COMPUTING; CALCULATING OR COUNTING
- G06T—IMAGE DATA PROCESSING OR GENERATION, IN GENERAL
- G06T2207/00—Indexing scheme for image analysis or image enhancement
- G06T2207/10—Image acquisition modality
- G06T2207/10016—Video; Image sequence
Landscapes
- Engineering & Computer Science (AREA)
- Multimedia (AREA)
- Signal Processing (AREA)
- Computer Vision & Pattern Recognition (AREA)
- Physics & Mathematics (AREA)
- General Physics & Mathematics (AREA)
- Theoretical Computer Science (AREA)
- Processing Of Color Television Signals (AREA)
Applications Claiming Priority (1)
Application Number | Priority Date | Filing Date | Title |
---|---|---|---|
PCT/CN2020/089751 WO2021226819A1 (fr) | 2020-05-12 | 2020-05-12 | Correction d'équilibre des blancs de trames vidéo en fonction d'un apprentissage profond |
Publications (1)
Publication Number | Publication Date |
---|---|
CN115918102A true CN115918102A (zh) | 2023-04-04 |
Family
ID=78526229
Family Applications (1)
Application Number | Title | Priority Date | Filing Date |
---|---|---|---|
CN202080099623.2A Pending CN115918102A (zh) | 2020-05-12 | 2020-05-12 | 基于深度学习的视频帧白平衡校正 |
Country Status (4)
Country | Link |
---|---|
US (1) | US20230136314A1 (fr) |
EP (1) | EP4118817A4 (fr) |
CN (1) | CN115918102A (fr) |
WO (1) | WO2021226819A1 (fr) |
Family Cites Families (8)
Publication number | Priority date | Publication date | Assignee | Title |
---|---|---|---|---|
CN101166285B (zh) * | 2006-10-16 | 2010-11-10 | 展讯通信(上海)有限公司 | 自动白平衡方法及装置 |
JP5066398B2 (ja) * | 2007-06-29 | 2012-11-07 | 富士フイルム株式会社 | 画像処理装置および方法並びにプログラム |
JP5398156B2 (ja) * | 2008-03-04 | 2014-01-29 | キヤノン株式会社 | ホワイトバランス制御装置およびその制御方法並びに撮像装置 |
CN101930596A (zh) * | 2010-07-19 | 2010-12-29 | 赵全友 | 一种复杂光照下的两步法颜色恒常性方法 |
US8605167B2 (en) * | 2010-09-01 | 2013-12-10 | Apple Inc. | Flexible color space selection for auto-white balance processing |
US8503771B2 (en) * | 2010-12-20 | 2013-08-06 | Samsung Techwin Co., Ltd. | Method and apparatus for estimating light source |
CN107027017A (zh) * | 2017-04-25 | 2017-08-08 | 建荣半导体(深圳)有限公司 | 一种图像白平衡的调整方法、装置、图像处理芯片及存储装置 |
CN110602473B (zh) * | 2019-10-24 | 2021-11-16 | 维沃移动通信有限公司 | 一种白平衡校准方法及装置 |
-
2020
- 2020-05-12 WO PCT/CN2020/089751 patent/WO2021226819A1/fr unknown
- 2020-05-12 CN CN202080099623.2A patent/CN115918102A/zh active Pending
- 2020-05-12 US US17/912,024 patent/US20230136314A1/en active Pending
- 2020-05-12 EP EP20935736.7A patent/EP4118817A4/fr active Pending
Also Published As
Publication number | Publication date |
---|---|
EP4118817A4 (fr) | 2023-11-22 |
US20230136314A1 (en) | 2023-05-04 |
EP4118817A1 (fr) | 2023-01-18 |
WO2021226819A1 (fr) | 2021-11-18 |
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